Cobus GreylingLarge Language Model (LLM) Stack — Version 6In trying to decipher current market trends and anticipate its direction, I again updated my product taxonomy outlining different LLM…3 min read·2 days ago--1--1
Cobus GreylingA Short History Of ChatbotsThe evolution of chatbot technology has been remarkable, progressing from rudimentary systems dependent on rules to today’s sophisticated…6 min read·3 days ago----
Cobus GreylingLangChain Basic Chatbot Framework With RetrieversIn recent times, there has been significant attention on agents, though concerns have emerged regarding their level of autonomy. However…6 min read·5 days ago----
Cobus GreylingBuilding The Most Basic LangChain ChatbotIn this article I consider what the basic building blocks are of a LLM-based chatbot, and how LangChain goes about building it.6 min read·6 days ago----
Cobus GreylingData Design For Fine-Tuning LLM Long Context WindowsFine-Tune your LLM To fully utilise the available context window.5 min read·May 3, 2024----
Cobus GreylingThe Importance Of Granular Data Design For Fine-TuningAnd leveraging Data Design to train LLMs to fully utilise context, while also solving for the Lost-In-The-Middle challenge.6 min read·May 2, 2024----
Cobus GreylingLangChain Structured Output Parser Using OpenAIThe LangChain structured output parser in its simplest form closely resembles OpenAI’s function calling. In this article I include a…5 min read·Apr 30, 2024--1--1
Cobus GreylingThree Considerations For Private Open-Source LLM InstancesUsing commercial LLM APIs for production applications pose clear & well researched risks. Consequently, enterprises are increasingly…6 min read·Apr 29, 2024--1--1
Cobus GreylingIntents Are Not Going Away…RoNID Is A New Intent Discovery FrameworkThe Robust New Intent Discovery (RoNID) framework strives to identify known intents and reasonably deduce new intent groups in open domain…5 min read·Apr 26, 2024----
Cobus GreylingThe Large Language Model Landscape — Version 5In the recent past I have been observing and describing current LLM-related technologies and trends. In this article I’m taking a step…5 min read·Apr 25, 2024--2--2